reexports

fixef

ranef

These objects are imported from other packages. Follow the links
below to see their documentation.
<dl>
 <dt>lme4</dt>
<dd><code><a href="/link/fixef?package=vglmer&version=1.0.5" data-mini-rdoc="vglmer::fixef">fixef</a></code>, <code><a href="/link/ranef?package=vglmer&version=1.0.5" data-mini-rdoc="vglmer::ranef">ranef</a></code></dd>
</dl>

internal

Estimates hierarchical models using mean-field variational Bayes.
At present, it can estimate logistic, linear, and negative binomial models.
It can accommodate models with an arbitrary number of random effects and
requires no integration to estimate. It also provides the ability to improve
the quality of the approximation using marginal augmentation.
Goplerud (2022) <doi:10.1214/21-BA1266> and Goplerud (2024) <doi:10.1017/S0003055423000035>
provide details on the variational algorithms.

Max Goplerud

vglmer

Variational Inference for Hierarchical Generalized Linear Models

reexports function

These objects are imported from other packages. Follow the links
below to see their documentation.
<dl>
 <dt>lme4</dt>
<dd><code><a href='https://rdrr.io/pkg/nlme/man/fixed.effects.html'>fixef</a></code>, <code><a href='https://rdrr.io/pkg/nlme/man/random.effects.html'>ranef</a></code></dd>


</dl>

reexports: Objects exported from other packages

Description

Arguments